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• What is really useful?
– Description of what happened
– Estimation: Population or Individual level
– Patient level prediction
• Financial viability – who can pay for this “test”?
• Informatics research
– Phenotyping (how do I know the patient had X)
– Representation learning
– Matching, and population level inference
– Personalized effect estimates
• Deploying as a hospital-side service at Stanford Health Care
Open questions and ongoing efforts